Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 1391 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 228.3 KiB |
| Average record size in memory | 168.1 B |
Variable types
| NUM | 18 |
|---|---|
| CAT | 2 |
| BOOL | 1 |
Members is highly correlated with ScoredBy | High correlation |
ScoredBy is highly correlated with Members | High correlation |
EndingDate_year is highly correlated with StartingDate_year | High correlation |
StartingDate_year is highly correlated with EndingDate_year | High correlation |
normalizedScore is highly correlated with Score | High correlation |
Score is highly correlated with normalizedScore | High correlation |
normalizedScore is highly correlated with Score | High correlation |
Score is highly correlated with normalizedScore | High correlation |
Episodes is highly skewed (γ1 = 21.17581687) | Skewed |
df_index has unique values | Unique |
Type has 333 (23.9%) zeros | Zeros |
StartingSeason has 274 (19.7%) zeros | Zeros |
BroadcastTime has 32 (2.3%) zeros | Zeros |
Sources has 74 (5.3%) zeros | Zeros |
Rating has 115 (8.3%) zeros | Zeros |
BroadcastDay has 105 (7.5%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-28 17:45:40.965995 |
|---|---|
| Analysis finished | 2020-10-28 17:46:57.618909 |
| Duration | 1 minute and 16.65 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1391 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 769.0366643 |
|---|---|
| Minimum | 0 |
| Maximum | 1562 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 72.5 |
| Q1 | 380.5 |
| median | 762 |
| Q3 | 1155.5 |
| 95-th percentile | 1484.5 |
| Maximum | 1562 |
| Range | 1562 |
| Interquartile range (IQR) | 775 |
Descriptive statistics
| Standard deviation | 450.6973104 |
|---|---|
| Coefficient of variation (CV) | 0.5860543863 |
| Kurtosis | -1.179967244 |
| Mean | 769.0366643 |
| Median Absolute Deviation (MAD) | 388 |
| Skewness | 0.03402664682 |
| Sum | 1069730 |
| Variance | 203128.0656 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1562 | 1 | 0.1% | |
| 513 | 1 | 0.1% | |
| 504 | 1 | 0.1% | |
| 505 | 1 | 0.1% | |
| 506 | 1 | 0.1% | |
| 507 | 1 | 0.1% | |
| 508 | 1 | 0.1% | |
| 509 | 1 | 0.1% | |
| 511 | 1 | 0.1% | |
| 512 | 1 | 0.1% | |
| Other values (1381) | 1381 | 99.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1562 | 1 | 0.1% | |
| 1561 | 1 | 0.1% | |
| 1560 | 1 | 0.1% | |
| 1559 | 1 | 0.1% | |
| 1558 | 1 | 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.44356578 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 333 |
| Zeros (%) | 23.9% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.075086878 |
|---|---|
| Coefficient of variation (CV) | 0.6025982978 |
| Kurtosis | -0.9947110193 |
| Mean | 3.44356578 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8615442008 |
| Sum | 4790 |
| Variance | 4.305985549 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 796 | 57.2% | |
| 0 | 333 | 23.9% | |
| 3 | 184 | 13.2% | |
| 4 | 51 | 3.7% | |
| 2 | 27 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 333 | 23.9% | |
| 2 | 27 | 1.9% | |
| 3 | 184 | 13.2% | |
| 4 | 51 | 3.7% | |
| 5 | 796 | 57.2% |
| Value | Count | Frequency (%) | |
| 5 | 796 | 57.2% | |
| 4 | 51 | 3.7% | |
| 3 | 184 | 13.2% | |
| 2 | 27 | 1.9% | |
| 0 | 333 | 23.9% |
| Distinct | 106 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.64414091 |
|---|---|
| Minimum | 1 |
| Maximum | 1787 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 12 |
| Q3 | 25 |
| 95-th percentile | 59 |
| Maximum | 1787 |
| Range | 1786 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 58.37256211 |
|---|---|
| Coefficient of variation (CV) | 2.827560729 |
| Kurtosis | 609.8407683 |
| Mean | 20.64414091 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 21.17581687 |
| Sum | 28716 |
| Variance | 3407.356007 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 401 | 28.8% | |
| 12 | 176 | 12.7% | |
| 13 | 135 | 9.7% | |
| 26 | 105 | 7.5% | |
| 25 | 64 | 4.6% | |
| 24 | 63 | 4.5% | |
| 2 | 53 | 3.8% | |
| 3 | 29 | 2.1% | |
| 4 | 25 | 1.8% | |
| 11 | 25 | 1.8% | |
| Other values (96) | 315 | 22.6% |
| Value | Count | Frequency (%) | |
| 1 | 401 | 28.8% | |
| 2 | 53 | 3.8% | |
| 3 | 29 | 2.1% | |
| 4 | 25 | 1.8% | |
| 5 | 7 | 0.5% |
| Value | Count | Frequency (%) | |
| 1787 | 1 | 0.1% | |
| 500 | 1 | 0.1% | |
| 373 | 1 | 0.1% | |
| 366 | 1 | 0.1% | |
| 358 | 1 | 0.1% |
Status
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.9 KiB |
| 1 | |
|---|---|
| 0 | 5 |
| Value | Count | Frequency (%) | |
| 1 | 1386 | 99.6% | |
| 0 | 5 | 0.4% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.051761323 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 274 |
| Zeros (%) | 19.7% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.340104469 |
|---|---|
| Coefficient of variation (CV) | 0.6531483241 |
| Kurtosis | -1.292893389 |
| Mean | 2.051761323 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3370269752 |
| Sum | 2854 |
| Variance | 1.795879989 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 595 | 42.8% | |
| 0 | 274 | 19.7% | |
| 1 | 253 | 18.2% | |
| 4 | 139 | 10.0% | |
| 2 | 130 | 9.3% |
| Value | Count | Frequency (%) | |
| 0 | 274 | 19.7% | |
| 1 | 253 | 18.2% | |
| 2 | 130 | 9.3% | |
| 3 | 595 | 42.8% | |
| 4 | 139 | 10.0% |
| Value | Count | Frequency (%) | |
| 4 | 139 | 10.0% | |
| 3 | 595 | 42.8% | |
| 2 | 130 | 9.3% | |
| 1 | 253 | 18.2% | |
| 0 | 274 | 19.7% |
| Distinct | 81 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.11358735 |
|---|---|
| Minimum | 0 |
| Maximum | 81 |
| Zeros | 32 |
| Zeros (%) | 2.3% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 63 |
| median | 81 |
| Q3 | 81 |
| 95-th percentile | 81 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 25.91222113 |
|---|---|
| Coefficient of variation (CV) | 0.3919348831 |
| Kurtosis | 0.7870356258 |
| Mean | 66.11358735 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.547752944 |
| Sum | 91964 |
| Variance | 671.4432037 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 81 | 895 | 64.3% | |
| 63 | 34 | 2.4% | |
| 0 | 32 | 2.3% | |
| 68 | 26 | 1.9% | |
| 18 | 25 | 1.8% | |
| 67 | 21 | 1.5% | |
| 2 | 21 | 1.5% | |
| 79 | 18 | 1.3% | |
| 19 | 16 | 1.2% | |
| 65 | 16 | 1.2% | |
| Other values (71) | 287 | 20.6% |
| Value | Count | Frequency (%) | |
| 0 | 32 | 2.3% | |
| 1 | 1 | 0.1% | |
| 2 | 21 | 1.5% | |
| 3 | 2 | 0.1% | |
| 4 | 15 | 1.1% |
| Value | Count | Frequency (%) | |
| 81 | 895 | 64.3% | |
| 80 | 1 | 0.1% | |
| 79 | 18 | 1.3% | |
| 78 | 1 | 0.1% | |
| 77 | 1 | 0.1% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.310567937 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 74 |
| Zeros (%) | 5.3% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.590218825 |
|---|---|
| Coefficient of variation (CV) | 0.4104573235 |
| Kurtosis | 1.155437527 |
| Mean | 6.310567937 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3042376348 |
| Sum | 8778 |
| Variance | 6.709233562 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 693 | 49.8% | |
| 9 | 254 | 18.3% | |
| 5 | 131 | 9.4% | |
| 8 | 74 | 5.3% | |
| 0 | 74 | 5.3% | |
| 1 | 46 | 3.3% | |
| 4 | 36 | 2.6% | |
| 12 | 32 | 2.3% | |
| 13 | 25 | 1.8% | |
| 10 | 14 | 1.0% | |
| Other values (4) | 12 | 0.9% |
| Value | Count | Frequency (%) | |
| 0 | 74 | 5.3% | |
| 1 | 46 | 3.3% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% | |
| 4 | 36 | 2.6% |
| Value | Count | Frequency (%) | |
| 13 | 25 | 1.8% | |
| 12 | 32 | 2.3% | |
| 11 | 2 | 0.1% | |
| 10 | 14 | 1.0% | |
| 9 | 254 | 18.3% |
Duration
Real number (ℝ≥0)
| Distinct | 119 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1267.529835 |
|---|---|
| Minimum | 0 |
| Maximum | 3776 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 89 |
| Q1 | 896 |
| median | 1536 |
| Q3 | 1536 |
| 95-th percentile | 2336 |
| Maximum | 3776 |
| Range | 3776 |
| Interquartile range (IQR) | 640 |
Descriptive statistics
| Standard deviation | 740.4823931 |
|---|---|
| Coefficient of variation (CV) | 0.5841932654 |
| Kurtosis | 0.6915012534 |
| Mean | 1267.529835 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | -0.005675816709 |
| Sum | 1763134 |
| Variance | 548314.1745 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1536 | 425 | 30.6% | |
| 1472 | 248 | 17.8% | |
| 1600 | 141 | 10.1% | |
| 1408 | 40 | 2.9% | |
| 1920 | 23 | 1.7% | |
| 1664 | 22 | 1.6% | |
| 320 | 16 | 1.2% | |
| 90 | 16 | 1.2% | |
| 100 | 14 | 1.0% | |
| 128 | 14 | 1.0% | |
| Other values (109) | 432 | 31.1% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.2% | |
| 61 | 5 | 0.4% | |
| 62 | 2 | 0.1% | |
| 63 | 2 | 0.1% | |
| 64 | 13 | 0.9% |
| Value | Count | Frequency (%) | |
| 3776 | 5 | 0.4% | |
| 3712 | 2 | 0.1% | |
| 3648 | 1 | 0.1% | |
| 3584 | 1 | 0.1% | |
| 3520 | 1 | 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.914450036 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 115 |
| Zeros (%) | 8.3% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.002450076 |
|---|---|
| Coefficient of variation (CV) | 0.3439585731 |
| Kurtosis | 3.306394395 |
| Mean | 2.914450036 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.827766584 |
| Sum | 4054 |
| Variance | 1.004906154 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 922 | 66.3% | |
| 4 | 293 | 21.1% | |
| 0 | 115 | 8.3% | |
| 2 | 55 | 4.0% | |
| 1 | 6 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 115 | 8.3% | |
| 1 | 6 | 0.4% | |
| 2 | 55 | 4.0% | |
| 3 | 922 | 66.3% | |
| 4 | 293 | 21.1% |
| Value | Count | Frequency (%) | |
| 4 | 293 | 21.1% | |
| 3 | 922 | 66.3% | |
| 2 | 55 | 4.0% | |
| 1 | 6 | 0.4% | |
| 0 | 115 | 8.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.9 KiB |
| 7 | |
|---|---|
| 8 | |
| 9 | 15 |
| Value | Count | Frequency (%) | |
| 7 | 923 | 66.4% | |
| 8 | 453 | 32.6% | |
| 9 | 15 | 1.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 1384 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65447.0115 |
|---|---|
| Minimum | 144 |
| Maximum | 993775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 144 |
|---|---|
| 5-th percentile | 1466.5 |
| Q1 | 7771 |
| median | 27205 |
| Q3 | 74694.5 |
| 95-th percentile | 278476.5 |
| Maximum | 993775 |
| Range | 993631 |
| Interquartile range (IQR) | 66923.5 |
Descriptive statistics
| Standard deviation | 103898.727 |
|---|---|
| Coefficient of variation (CV) | 1.587524389 |
| Kurtosis | 17.6988829 |
| Mean | 65447.0115 |
| Median Absolute Deviation (MAD) | 23210 |
| Skewness | 3.556528143 |
| Sum | 91036793 |
| Variance | 1.079494547e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2980 | 2 | 0.1% | |
| 14665 | 2 | 0.1% | |
| 5319 | 2 | 0.1% | |
| 2900 | 2 | 0.1% | |
| 42869 | 2 | 0.1% | |
| 2232 | 2 | 0.1% | |
| 1178 | 2 | 0.1% | |
| 8868 | 1 | 0.1% | |
| 46974 | 1 | 0.1% | |
| 2707 | 1 | 0.1% | |
| Other values (1374) | 1374 | 98.8% |
| Value | Count | Frequency (%) | |
| 144 | 1 | 0.1% | |
| 190 | 1 | 0.1% | |
| 236 | 1 | 0.1% | |
| 290 | 1 | 0.1% | |
| 297 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 993775 | 1 | 0.1% | |
| 925420 | 1 | 0.1% | |
| 902116 | 1 | 0.1% | |
| 719706 | 1 | 0.1% | |
| 675113 | 1 | 0.1% |
| Distinct | 1382 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124220.087 |
|---|---|
| Minimum | 781 |
| Maximum | 1432871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 781 |
|---|---|
| 5-th percentile | 4734 |
| Q1 | 19547 |
| median | 60379 |
| Q3 | 147930 |
| 95-th percentile | 490481.5 |
| Maximum | 1432871 |
| Range | 1432090 |
| Interquartile range (IQR) | 128383 |
Descriptive statistics
| Standard deviation | 173211.2713 |
|---|---|
| Coefficient of variation (CV) | 1.394390195 |
| Kurtosis | 10.80533956 |
| Mean | 124220.087 |
| Median Absolute Deviation (MAD) | 48512 |
| Skewness | 2.870009981 |
| Sum | 172790141 |
| Variance | 3.00021445e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10472 | 2 | 0.1% | |
| 10121 | 2 | 0.1% | |
| 17892 | 2 | 0.1% | |
| 11493 | 2 | 0.1% | |
| 11867 | 2 | 0.1% | |
| 7566 | 2 | 0.1% | |
| 20463 | 2 | 0.1% | |
| 33454 | 2 | 0.1% | |
| 143035 | 2 | 0.1% | |
| 86705 | 1 | 0.1% | |
| Other values (1372) | 1372 | 98.6% |
| Value | Count | Frequency (%) | |
| 781 | 1 | 0.1% | |
| 1148 | 1 | 0.1% | |
| 1221 | 1 | 0.1% | |
| 1373 | 1 | 0.1% | |
| 1464 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1432871 | 1 | 0.1% | |
| 1322447 | 1 | 0.1% | |
| 1279860 | 1 | 0.1% | |
| 1176368 | 1 | 0.1% | |
| 996171 | 1 | 0.1% |
Favorites
Real number (ℝ≥0)
| Distinct | 899 |
|---|---|
| Distinct (%) | 64.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2521.710999 |
|---|---|
| Minimum | 1 |
| Maximum | 105387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 67.5 |
| median | 351 |
| Q3 | 1487.5 |
| 95-th percentile | 11860 |
| Maximum | 105387 |
| Range | 105386 |
| Interquartile range (IQR) | 1420 |
Descriptive statistics
| Standard deviation | 7549.117376 |
|---|---|
| Coefficient of variation (CV) | 2.993648907 |
| Kurtosis | 64.69936288 |
| Mean | 2521.710999 |
| Median Absolute Deviation (MAD) | 331 |
| Skewness | 6.963697955 |
| Sum | 3507700 |
| Variance | 56989173.16 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14 | 12 | 0.9% | |
| 7 | 11 | 0.8% | |
| 21 | 11 | 0.8% | |
| 4 | 11 | 0.8% | |
| 15 | 11 | 0.8% | |
| 13 | 11 | 0.8% | |
| 20 | 10 | 0.7% | |
| 9 | 9 | 0.6% | |
| 5 | 8 | 0.6% | |
| 30 | 8 | 0.6% | |
| Other values (889) | 1289 | 92.7% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 2 | 5 | 0.4% | |
| 3 | 7 | 0.5% | |
| 4 | 11 | 0.8% | |
| 5 | 8 | 0.6% |
| Value | Count | Frequency (%) | |
| 105387 | 1 | 0.1% | |
| 90365 | 1 | 0.1% | |
| 87872 | 1 | 0.1% | |
| 63324 | 1 | 0.1% | |
| 63317 | 1 | 0.1% |
| Distinct | 47 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.849029 |
|---|---|
| Minimum | 1970 |
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1988.5 |
| Q1 | 2005 |
| median | 2010 |
| Q3 | 2014 |
| 95-th percentile | 2017 |
| Maximum | 2018 |
| Range | 48 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.757413969 |
|---|---|
| Coefficient of variation (CV) | 0.004361589861 |
| Kurtosis | 2.062638308 |
| Mean | 2007.849029 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.485787204 |
| Sum | 2792918 |
| Variance | 76.69229942 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2016 | 102 | 7.3% | |
| 2015 | 102 | 7.3% | |
| 2014 | 100 | 7.2% | |
| 2017 | 98 | 7.0% | |
| 2011 | 90 | 6.5% | |
| 2013 | 86 | 6.2% | |
| 2009 | 79 | 5.7% | |
| 2012 | 77 | 5.5% | |
| 2010 | 74 | 5.3% | |
| 2008 | 67 | 4.8% | |
| Other values (37) | 516 | 37.1% |
| Value | Count | Frequency (%) | |
| 1970 | 1 | 0.1% | |
| 1971 | 1 | 0.1% | |
| 1974 | 1 | 0.1% | |
| 1975 | 1 | 0.1% | |
| 1976 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2018 | 19 | 1.4% | |
| 2017 | 98 | 7.0% | |
| 2016 | 102 | 7.3% | |
| 2015 | 102 | 7.3% | |
| 2014 | 100 | 7.2% |
StartingDate_month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3465133 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.421365434 |
|---|---|
| Coefficient of variation (CV) | 0.5390937153 |
| Kurtosis | -1.299437066 |
| Mean | 6.3465133 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.02043946508 |
| Sum | 8828 |
| Variance | 11.70574143 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 301 | 21.6% | |
| 10 | 296 | 21.3% | |
| 7 | 176 | 12.7% | |
| 1 | 157 | 11.3% | |
| 3 | 83 | 6.0% | |
| 12 | 75 | 5.4% | |
| 8 | 69 | 5.0% | |
| 9 | 57 | 4.1% | |
| 2 | 55 | 4.0% | |
| 11 | 50 | 3.6% | |
| Other values (2) | 72 | 5.2% |
| Value | Count | Frequency (%) | |
| 1 | 157 | 11.3% | |
| 2 | 55 | 4.0% | |
| 3 | 83 | 6.0% | |
| 4 | 301 | 21.6% | |
| 5 | 31 | 2.2% |
| Value | Count | Frequency (%) | |
| 12 | 75 | 5.4% | |
| 11 | 50 | 3.6% | |
| 10 | 296 | 21.3% | |
| 9 | 57 | 4.1% | |
| 8 | 69 | 5.0% |
StartingDate_day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.69590223 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 9 |
| Q3 | 18 |
| 95-th percentile | 27 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.169445031 |
|---|---|
| Coefficient of variation (CV) | 0.6984878012 |
| Kurtosis | -0.718130622 |
| Mean | 11.69590223 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.693338319 |
| Sum | 16269 |
| Variance | 66.73983212 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 104 | 7.5% | |
| 4 | 97 | 7.0% | |
| 7 | 95 | 6.8% | |
| 5 | 91 | 6.5% | |
| 3 | 86 | 6.2% | |
| 8 | 84 | 6.0% | |
| 9 | 68 | 4.9% | |
| 2 | 55 | 4.0% | |
| 10 | 55 | 4.0% | |
| 1 | 50 | 3.6% | |
| Other values (21) | 606 | 43.6% |
| Value | Count | Frequency (%) | |
| 1 | 50 | 3.6% | |
| 2 | 55 | 4.0% | |
| 3 | 86 | 6.2% | |
| 4 | 97 | 7.0% | |
| 5 | 91 | 6.5% |
| Value | Count | Frequency (%) | |
| 31 | 7 | 0.5% | |
| 30 | 20 | 1.4% | |
| 29 | 19 | 1.4% | |
| 28 | 20 | 1.4% | |
| 27 | 14 | 1.0% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2008.308411 |
|---|---|
| Minimum | 1971 |
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1971 |
|---|---|
| 5-th percentile | 1989 |
| Q1 | 2005 |
| median | 2011 |
| Q3 | 2015 |
| 95-th percentile | 2017 |
| Maximum | 2019 |
| Range | 48 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.483445224 |
|---|---|
| Coefficient of variation (CV) | 0.004224174523 |
| Kurtosis | 2.204605875 |
| Mean | 2008.308411 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.512720427 |
| Sum | 2793557 |
| Variance | 71.96884287 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2016 | 110 | 7.9% | |
| 2015 | 109 | 7.8% | |
| 2017 | 101 | 7.3% | |
| 2014 | 94 | 6.8% | |
| 2013 | 92 | 6.6% | |
| 2011 | 85 | 6.1% | |
| 2010 | 82 | 5.9% | |
| 2009 | 77 | 5.5% | |
| 2012 | 76 | 5.5% | |
| 2008 | 66 | 4.7% | |
| Other values (36) | 499 | 35.9% |
| Value | Count | Frequency (%) | |
| 1971 | 1 | 0.1% | |
| 1972 | 1 | 0.1% | |
| 1975 | 1 | 0.1% | |
| 1977 | 1 | 0.1% | |
| 1978 | 4 | 0.3% |
| Value | Count | Frequency (%) | |
| 2019 | 1 | 0.1% | |
| 2018 | 29 | 2.1% | |
| 2017 | 101 | 7.3% | |
| 2016 | 110 | 7.9% | |
| 2015 | 109 | 7.8% |
EndingDate_month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.674335011 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.454063789 |
|---|---|
| Coefficient of variation (CV) | 0.5175142968 |
| Kurtosis | -1.320565955 |
| Mean | 6.674335011 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.1063500938 |
| Sum | 9284 |
| Variance | 11.93055666 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 305 | 21.9% | |
| 9 | 248 | 17.8% | |
| 12 | 199 | 14.3% | |
| 6 | 127 | 9.1% | |
| 4 | 104 | 7.5% | |
| 7 | 84 | 6.0% | |
| 8 | 67 | 4.8% | |
| 2 | 66 | 4.7% | |
| 10 | 60 | 4.3% | |
| 1 | 48 | 3.5% | |
| Other values (2) | 83 | 6.0% |
| Value | Count | Frequency (%) | |
| 1 | 48 | 3.5% | |
| 2 | 66 | 4.7% | |
| 3 | 305 | 21.9% | |
| 4 | 104 | 7.5% | |
| 5 | 41 | 2.9% |
| Value | Count | Frequency (%) | |
| 12 | 199 | 14.3% | |
| 11 | 42 | 3.0% | |
| 10 | 60 | 4.3% | |
| 9 | 248 | 17.8% | |
| 8 | 67 | 4.8% |
EndingDate_day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.8317757 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 23 |
| Q3 | 27 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.737607278 |
|---|---|
| Coefficient of variation (CV) | 0.4405862294 |
| Kurtosis | -0.5777478792 |
| Mean | 19.8317757 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.786784183 |
| Sum | 27586 |
| Variance | 76.34578095 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 26 | 112 | 8.1% | |
| 25 | 106 | 7.6% | |
| 27 | 91 | 6.5% | |
| 24 | 75 | 5.4% | |
| 28 | 73 | 5.2% | |
| 30 | 71 | 5.1% | |
| 29 | 70 | 5.0% | |
| 23 | 66 | 4.7% | |
| 20 | 53 | 3.8% | |
| 21 | 52 | 3.7% | |
| Other values (21) | 622 | 44.7% |
| Value | Count | Frequency (%) | |
| 1 | 48 | 3.5% | |
| 2 | 28 | 2.0% | |
| 3 | 24 | 1.7% | |
| 4 | 34 | 2.4% | |
| 5 | 19 | 1.4% |
| Value | Count | Frequency (%) | |
| 31 | 45 | 3.2% | |
| 30 | 71 | 5.1% | |
| 29 | 70 | 5.0% | |
| 28 | 73 | 5.2% | |
| 27 | 91 | 6.5% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.641984184 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 105 |
| Zeros (%) | 7.5% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.276831719 |
|---|---|
| Coefficient of variation (CV) | 0.4035515955 |
| Kurtosis | 0.6935375993 |
| Mean | 5.641984184 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.412040961 |
| Sum | 7848 |
| Variance | 5.183962679 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7 | 862 | 62.0% | |
| 4 | 110 | 7.9% | |
| 0 | 105 | 7.5% | |
| 3 | 100 | 7.2% | |
| 6 | 69 | 5.0% | |
| 5 | 54 | 3.9% | |
| 1 | 44 | 3.2% | |
| 8 | 42 | 3.0% | |
| 2 | 5 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 105 | 7.5% | |
| 1 | 44 | 3.2% | |
| 2 | 5 | 0.4% | |
| 3 | 100 | 7.2% | |
| 4 | 110 | 7.9% |
| Value | Count | Frequency (%) | |
| 8 | 42 | 3.0% | |
| 7 | 862 | 62.0% | |
| 6 | 69 | 5.0% | |
| 5 | 54 | 3.9% | |
| 4 | 110 | 7.9% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.9 KiB |
| -0.6966864842 | |
|---|---|
| 1.309712894 | |
| 3.316112271 | 15 |
| Value | Count | Frequency (%) | |
| -0.6966864842 | 923 | 66.4% | |
| 1.309712894 | 453 | 32.6% | |
| 3.316112271 | 15 | 1.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.65276779 |
| Min length | 17 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | Type | Episodes | Status | StartingSeason | BroadcastTime | Sources | Duration | Rating | Score | ScoredBy | Members | Favorites | StartingDate_year | StartingDate_month | StartingDate_day | EndingDate_year | EndingDate_month | EndingDate_day | BroadcastDay | normalizedScore | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 5 | 64 | 1 | 1 | 59 | 6 | 1536 | 4 | 9 | 719706 | 1176368 | 105387 | 2009 | 4 | 5 | 2010 | 7 | 4 | 4 | 3.316112 |
| 1 | 1 | 0 | 1 | 1 | 3 | 81 | 9 | 106 | 3 | 9 | 454969 | 705186 | 33936 | 2016 | 8 | 26 | 2016 | 8 | 26 | 7 | 3.316112 |
| 2 | 2 | 5 | 51 | 1 | 1 | 63 | 6 | 1536 | 4 | 9 | 70279 | 194359 | 5597 | 2015 | 4 | 8 | 2016 | 3 | 30 | 8 | 3.316112 |
| 3 | 4 | 5 | 24 | 1 | 1 | 26 | 12 | 1536 | 3 | 9 | 552791 | 990419 | 90365 | 2011 | 4 | 6 | 2011 | 9 | 14 | 8 | 3.316112 |
| 4 | 5 | 3 | 110 | 1 | 3 | 81 | 8 | 1664 | 4 | 9 | 28452 | 121772 | 8370 | 1988 | 1 | 8 | 1997 | 3 | 17 | 7 | 3.316112 |
| 5 | 6 | 5 | 51 | 1 | 1 | 63 | 6 | 1536 | 3 | 9 | 90758 | 212238 | 4533 | 2011 | 4 | 4 | 2012 | 3 | 26 | 1 | 3.316112 |
| 6 | 7 | 5 | 148 | 1 | 0 | 57 | 6 | 1472 | 3 | 9 | 395162 | 705225 | 63324 | 2011 | 10 | 2 | 2014 | 9 | 24 | 4 | 3.316112 |
| 7 | 8 | 5 | 22 | 1 | 0 | 76 | 6 | 1600 | 3 | 9 | 26284 | 80166 | 1961 | 2017 | 10 | 14 | 2018 | 3 | 31 | 3 | 3.316112 |
| 8 | 9 | 5 | 13 | 1 | 0 | 63 | 6 | 1536 | 3 | 9 | 62582 | 121612 | 1498 | 2012 | 10 | 4 | 2013 | 3 | 28 | 5 | 3.316112 |
| 9 | 10 | 0 | 1 | 1 | 3 | 81 | 6 | 110 | 3 | 9 | 60295 | 104021 | 1374 | 2013 | 7 | 6 | 2013 | 7 | 6 | 7 | 3.316112 |
Last rows
| df_index | Type | Episodes | Status | StartingSeason | BroadcastTime | Sources | Duration | Rating | Score | ScoredBy | Members | Favorites | StartingDate_year | StartingDate_month | StartingDate_day | EndingDate_year | EndingDate_month | EndingDate_day | BroadcastDay | normalizedScore | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1381 | 1552 | 0 | 1 | 1 | 3 | 81 | 6 | 93 | 0 | 7 | 978 | 2018 | 3 | 2002 | 4 | 20 | 2002 | 4 | 20 | 7 | -0.696686 |
| 1382 | 1553 | 5 | 25 | 1 | 0 | 18 | 9 | 1472 | 4 | 7 | 45933 | 107062 | 944 | 2014 | 10 | 5 | 2015 | 3 | 29 | 4 | -0.696686 |
| 1383 | 1555 | 5 | 23 | 1 | 0 | 81 | 10 | 1280 | 0 | 7 | 562 | 1464 | 2 | 1988 | 10 | 2 | 1989 | 3 | 26 | 7 | -0.696686 |
| 1384 | 1556 | 5 | 12 | 1 | 4 | 15 | 1 | 1536 | 3 | 7 | 17592 | 51297 | 729 | 2007 | 1 | 12 | 2007 | 3 | 30 | 0 | -0.696686 |
| 1385 | 1557 | 5 | 26 | 1 | 0 | 65 | 6 | 1600 | 4 | 7 | 2072 | 7405 | 39 | 1999 | 10 | 8 | 2000 | 3 | 31 | 6 | -0.696686 |
| 1386 | 1558 | 5 | 12 | 1 | 2 | 81 | 6 | 1536 | 4 | 7 | 171506 | 296985 | 3576 | 2010 | 7 | 2 | 2010 | 9 | 17 | 7 | -0.696686 |
| 1387 | 1559 | 3 | 1 | 1 | 3 | 81 | 6 | 1792 | 3 | 7 | 6062 | 12111 | 4 | 2013 | 8 | 6 | 2013 | 8 | 6 | 7 | -0.696686 |
| 1388 | 1560 | 0 | 1 | 1 | 3 | 81 | 6 | 95 | 3 | 7 | 61505 | 104288 | 129 | 2009 | 8 | 1 | 2009 | 8 | 1 | 7 | -0.696686 |
| 1389 | 1561 | 0 | 1 | 1 | 3 | 81 | 0 | 90 | 3 | 7 | 3054 | 12868 | 12 | 2012 | 6 | 9 | 2012 | 6 | 9 | 7 | -0.696686 |
| 1390 | 1562 | 5 | 12 | 1 | 2 | 26 | 9 | 1536 | 4 | 7 | 46334 | 99299 | 330 | 2014 | 7 | 8 | 2014 | 9 | 23 | 6 | -0.696686 |